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Random initialisations performing above chance and how to find them


Sep 15, 2022
Frederik Benzing, Simon Schug, Robert Meier, Johannes von Oswald, Yassir Akram, Nicolas Zucchet, Laurence Aitchison, Angelika Steger

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Evaluating Disentanglement of Structured Latent Representations


Jan 11, 2021
Raphaël Dang-Nhu, Angelika Steger

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Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions


Oct 11, 2019
Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger

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Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses


Oct 11, 2019
Asier Mujika, Felix Weissenberger, Angelika Steger

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Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning


Feb 11, 2019
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger

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* submitted to ICML 2019 

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The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates


Aug 16, 2018
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger

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When Does Hillclimbing Fail on Monotone Functions: An entropy compression argument


Aug 03, 2018
Johannes Lengler, Anders Martinsson, Angelika Steger

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* 14 pages, no figures 

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Approximating Real-Time Recurrent Learning with Random Kronecker Factors


May 28, 2018
Asier Mujika, Florian Meier, Angelika Steger

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Drift Analysis and Evolutionary Algorithms Revisited


Nov 15, 2017
Johannes Lengler, Angelika Steger

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* minor changes to improve readability 

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Fast-Slow Recurrent Neural Networks


Jun 09, 2017
Asier Mujika, Florian Meier, Angelika Steger

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* Corrected minor typos in Figure 1 and Zoneout citation 

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